import sys
from pathlib import Path
import asyncio
sys.path.append(str(Path(__file__).parent.parent))
import g4f
from testing.log_time import log_time, log_time_async, log_time_yield
_providers = [
g4f.Provider.H2o,
g4f.Provider.You,
g4f.Provider.HuggingChat,
g4f.Provider.OpenAssistant,
g4f.Provider.Bing,
g4f.Provider.Bard
]
_instruct = "Hello, are you GPT 4?."
_example = """
OpenaiChat: Hello! How can I assist you today? 2.0 secs
Bard: Hello! How can I help you today? 3.44 secs
Bing: Hello, this is Bing. How can I help? 😊 4.14 secs
Async Total: 4.25 secs
OpenaiChat: Hello! How can I assist you today? 1.85 secs
Bard: Hello! How can I help you today? 3.38 secs
Bing: Hello, this is Bing. How can I help? 😊 6.14 secs
Stream Total: 11.37 secs
OpenaiChat: Hello! How can I help you today? 3.28 secs
Bard: Hello there! How can I help you today? 3.58 secs
Bing: Hello! How can I help you today? 3.28 secs
No Stream Total: 10.14 secs
"""
print("Bing: ", end="")
for response in log_time_yield(
g4f.ChatCompletion.create,
model=g4f.models.default,
messages=[{"role": "user", "content": _instruct}],
provider=g4f.Provider.Bing,
#cookies=g4f.get_cookies(".huggingface.co"),
stream=True,
auth=True
):
print(response, end="", flush=True)
print()
print()
async def run_async():
responses = [
log_time_async(
provider.create_async,
model=None,
messages=[{"role": "user", "content": _instruct}],
)
for provider in _providers
]
responses = await asyncio.gather(*responses)
for idx, provider in enumerate(_providers):
print(f"{provider.__name__}:", responses[idx])
print("Async Total:", asyncio.run(log_time_async(run_async)))
print()
def run_stream():
for provider in _providers:
print(f"{provider.__name__}: ", end="")
for response in log_time_yield(
provider.create_completion,
model=None,
messages=[{"role": "user", "content": _instruct}],
):
print(response, end="", flush=True)
print()
print("Stream Total:", log_time(run_stream))
print()
def create_no_stream():
for provider in _providers:
print(f"{provider.__name__}:", end=" ")
for response in log_time_yield(
provider.create_completion,
model=None,
messages=[{"role": "user", "content": _instruct}],
stream=False
):
print(response, end="")
print()
print("No Stream Total:", log_time(create_no_stream))
print()
